51 lines
1.1 KiB
Markdown
51 lines
1.1 KiB
Markdown
---
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language: french
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---
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# camembert-base-fquad
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## Description
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A native French Question Answering model [CamemBERT-base](https://camembert-model.fr/) fine-tuned on [FQuAD](https://fquad.illuin.tech/).
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## Evaluation results
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On the development set.
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```shell
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{"f1": 88.1, "exact_match": 78.1}
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```
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On the test set.
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```shell
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{"f1": 88.3, "exact_match": 78.0}
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```
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## Usage
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```python
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from transformers import pipeline
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nlp = pipeline('question-answering', model='illuin/camembert-base-fquad', tokenizer='illuin/camembert-base-fquad')
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nlp({
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'question': "Qui est Claude Monet?",
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'context': "Claude Monet, né le 14 novembre 1840 à Paris et mort le 5 décembre 1926 à Giverny, est un peintre français et l’un des fondateurs de l'impressionnisme."
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})
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```
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## Citation
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If you use our work, please cite:
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```bibtex
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@article{dHoffschmidt2020FQuADFQ,
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title={FQuAD: French Question Answering Dataset},
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author={Martin d'Hoffschmidt and Maxime Vidal and Wacim Belblidia and Tom Brendl'e and Quentin Heinrich},
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journal={ArXiv},
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year={2020},
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volume={abs/2002.06071}
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}
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```
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